C · ★ 5,215 · 🍴 483 · 📈 371 stars today
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
中文介绍 高性能代码智能 MCP 服务器，将代码库索引为持久化知识图谱，支持158种语言，毫秒级索引和亚毫秒查询，减少99% token消耗。单静态二进制文件，适合开发者快速全景理解大型代码库。
Rust · ★ 9,634 · 🍴 448 · 📈 421 stars today
IP addresses break, dial keys instead. Modular networking stack in Rust.
中文介绍 基于 Rust 的模块化网络栈，用密钥（keys）替代 IP 地址进行通信，解决 IP 易变和脆弱性问题。适用于去中心化应用、P2P 网络等场景。
Python · ★ 33,136 · 🍴 2,668 · 📈 1,161 stars today
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
中文介绍 为 AI agent 提供读取搜索全网（Twitter、Reddit、GitHub、B站、小红书等）的能力，零 API 费用，单一 CLI 工具。适合构建实时获取互联网信息的智能体应用。
TypeScript · ★ 11,014 · 🍴 3,458 · 📈 196 stars today
Meshery, the cloud native manager
中文介绍 云原生管理器，提供 Kubernetes 和服务网格的统一管理、设计、可观测性。适合运维团队一站式管理多种云原生基础设施。
Shell · ★ 231,030 · 🍴 20,542 · 📈 1,129 stars today
An agentic skills framework & software development methodology that works.
中文介绍 面向 agent 的技能框架和软件开发方法论，旨在提升 AI 参与开发的效率与质量。适合探索 agent 驱动开发流程的工程团队。
Python · ★ 21,875 · 🍴 2,129 · 📈 606 stars today
TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
中文介绍 Google Research 发布的预训练时间序列基础模型，适用于多种预测任务。可减少领域数据训练成本，适合金融、运维等时间序列分析场景。
TypeScript · ★ 45,569 · 🍴 13,655 · 📈 22 stars today
The Secure CommsOS™ for mission-critical operations
中文介绍 用于关键任务的安全通信操作系统，支持自托管、端到端加密、高可用。适合企业内部即时通讯、政府军事等对安全性要求极高的场景。
TypeScript · ★ 33,887 · 🍴 4,695 · 📈 49 stars today
open-source coding agent
中文介绍 开源编码 agent，集成 IDE 辅助代码开发，支持补全、解释、重构，可对接多种大模型。适合程序员提升开发效率。
Clojure · ★ 50,070 · 🍴 3,233 · 📈 70 stars today
Penpot: The open-source design tool for design and code collaboration
中文介绍 开源设计工具，基于 SVG，支持设计师与开发者协作，导出代码友好。替代 Figma 等商业设计工具，适合开源和团队协作场景。
Java · ★ 127,431 · 🍴 15,175 · 📈 96 stars today
《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持简中、繁中、English、日本語，提供 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 等代码实现
中文介绍 动画图解、一键运行的数据结构与算法教程。支持多语言（Python、Java、C++等），适合入门和面试复习。
Rust · ★ 7,632 · 🍴 328 · 📈 457 stars today
Cross-platform GUI written in Rust using ADB to debloat non-rooted Android devices. Improve your privacy, the security and battery life of your device.
中文介绍 跨平台 GUI（Rust 编写），通过 ADB 移除非 root 安卓设备的预装应用，提升隐私、安全性和续航能力。适合安卓用户清理无用系统应用。
Shell · ★ 133,513 · 🍴 11,600 · 📈 1,523 stars today
Skills for Real Engineers. Straight from my .claude directory.
中文介绍 从 Claude 配置中提取的工程师技能文件集合，提供 AI 交互最佳实践。适合希望通过 AI 工具提升工作效率的开发者。
Kotlin · ★ 10,646 · 🍴 1,843 · 📈 24 stars today
Open-source Android/Desktop remake of Civ V
中文介绍 开源的《文明 V》复刻版，支持 Android 和桌面端。回合制策略玩法，适合策略游戏爱好者体验经典。
TypeScript · ★ 449,124 · 🍴 45,088 · 📈 757 stars today
freeCodeCamp.org's open-source codebase and curriculum. Learn math, programming, and computer science for free.
中文介绍 免费学习编程、数学和计算机科学的开源课程平台，提供交互式练习和项目认证。适合零基础转行或系统学习 Web 开发的学习者。
TypeScript · ★ 36,684 · 🍴 3,700 · 📈 150 stars today
The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
中文介绍 开源多模态 AI agent 桌面栈，连接前沿 AI 模型与 agent 基础设施。可构建能理解屏幕、执行操作的桌面端智能体，适用于自动化和辅助工具。
Rust · ★ 23,800 · 🍴 3,016 · 📈 98 stars today
Production-grade Rust-native trading engine with deterministic event-driven architecture
中文介绍 生产级 Rust 原生的交易引擎，采用确定性事件驱动架构。适用于高频交易和算法交易场景，提供低延迟和高可靠性。
Ruby · ★ 32,357 · 🍴 7,713 · 📈 264 stars today
Open-source live-chat, email support, omni-channel desk. An alternative to Intercom, Zendesk, Salesforce Service Cloud etc. 🔥💬
中文介绍 开源客服系统，支持实时聊天、邮件、多渠道工单管理，替代 Intercom 等商业产品。适合中小型企业和自托管需求。
Python · ★ 5,284 · 🍴 1,004 · 📈 98 stars today
World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio.
中文介绍 开源智能视频制作系统，含12条管线、52个工具、500+ agent 技能。能将 AI 编码助手转变为完整视频工作室，适合内容创作者自动化视频生成。
Python · ★ 4,910 · 🍴 821 · 📈 43 stars today
General plug-and-play inference library for Recursive Language Models (RLMs), supporting various sandboxes.
中文介绍 通用即插即用的递归语言模型推理库，支持多种沙盒环境。适合研究人员快速实验 RLM 模型，无需繁琐配置。
TypeScript · ★ 51,262 · 🍴 4,561 · 📈 89 stars today
🔥🔥🔥 Open-source Jira, Linear, Monday, and ClickUp alternative. Plane is a modern project management platform to manage tasks, sprints, docs, and triage.
中文介绍 开源项目管理平台，替代 Jira、Linear 等，支持任务管理、迭代、文档、问题分类。适合团队自托管或寻求隐私友好的管理工具。
👍 113
Looped Transformers scale latent computation by repeatedly applying shared blocks, but sequential looping increases latency and KV-cache memory with the loop count. Parallel loop Transformers (PLT) alleviate this cost through cross-loop position offsets (CLP) and shared-KV gated sliding-window atten
中文介绍 LoopCoder-v2 提出并行循环 Transformer（PLT），通过跨循环位置偏移和共享-KV 门控滑动窗口注意力，将循环次数压缩为一次，大幅降低推理延迟和 KV 缓存占用，实现高效测试时计算扩展。
👍 95
DreamX-World 1.0 is a general-purpose interactive text/image-to-video world model for controllable long-horizon generation. It supports camera navigation, revisits to previously observed regions, and promptable events across photorealistic, game-style, and stylized domains. Our data engine combines
中文介绍 DreamX-World 1.0 是一个通用交互式世界模型，支持文本/图像到视频的长视界可控生成，具备相机导航、区域重访和事件触发能力，覆盖写实、游戏和风格化域，结合数据引擎实现高质量生成。
👍 68
Efficient and scalable agentic intelligence requires models that can deliver both low-latency responses and strong reasoning capabilities while remaining practical to train, serve, and deploy. In this report, we present Ling-2.6 and Ring-2.6, a family of models designed to address this challenge at
中文介绍 Ling-2.6 和 Ring-2.6 系列模型面向万亿参数规模下的低延迟与强推理能力，通过高效训练和服务设计，实现即时智能代理响应，兼顾可扩展性与实用性。
👍 40
Vision-Language-Action (VLA) models benefit from large-scale and diverse embodied data, yet scaling robot trajectory collection is costly and labor-intensive. Recent advances show that large-scale egocentric human videos provide complementary real-world supervision in pretraining. However, joint tra
中文介绍 ACE-Ego-0 统一第一人称人类视频与机器人轨迹数据，用于视觉-语言-动作（VLA）模型预训练，解决机器人数据采集昂贵的问题，通过大规模人类演示增强泛化能力。
👍 40
Knowledge distillation transfers a teacher's competence to a small student but is brittle in the small-student regime: forcing the student to imitate logits from a much larger teacher concentrates it on the teacher's sharpest modes, hurting generalization on benchmark families beyond the training co
中文介绍 提出最近发展区策略优化（ZPPO），将教师知识编码到提示而非梯度中，避免小模型在大教师蒸馏时过度拟合尖锐模式，提升跨分布泛化能力。
👍 36
Game generation is an emerging application of coding agents, requiring models to transform natural-language specifications into playable interactive systems. Unlike traditional coding tasks, game generation takes place within a game engine, where scripts, scenes, assets, rendering, and runtime inter
中文介绍 GameCraft-Bench 评估编码代理在真实游戏引擎中根据自然语言规格端到端生成可玩游戏的能力，涵盖脚本、场景、资源与运行时交互等综合挑战。
👍 31
Effective personalized AI-assisted learning demands systems that can not only generate accurate learner-specific educational materials, but also dynamically adapt their instruction to diverse learners. However, existing educational agents have primarily focused on lecture content automation and simu
中文介绍 LectūraAgents 是一个多智能体框架，支持自适应个性化学习与具身教学，不仅生成针对学习者的教材，还能动态调整教学策略，超越传统自动化讲座系统。
👍 25
Clinical early warning systems built on electronic health records, in which clinical observations are recorded as irregularly sampled medical time series (ISMTS), must deliver both calibrated risk scores for patient triage and interpretable rationales that clinicians can verify. Large Language Model
中文介绍 TRIAGE 利用 LLM 的辩证推理，从不规则采样的医疗时间序列中生成可解释的风险预测与校准分数，兼顾患者分诊准确性和临床可验证的推理依据。
👍 24
On-policy self-distillation (OPSD) has proven effective for post-training large language models (LLMs), yet its application to diffusion LLMs (dLLMs) remains unexplored. Existing OPSD methods are inherently autoregressive-centric. They inject privileged information via left-to-right prefix condition
中文介绍 将在线自蒸馏（OPSD）扩展到扩散 LLM（dLLM），通过从未来标记学习注入特权信息，克服自回归约束，提升 dLLM 后训练效率。
👍 21
Memory has become a standard substrate for self-evolving agents, yet retaining experience is not the same as learning how to evolve through it. Existing memory agents can store trajectories, retrieve reflections, or accumulate skills, but often lack the holistic competence to select useful experienc
中文介绍 OPD-Evolver 通过在线策略蒸馏训练智能体从记忆中学习如何进化，而非仅存储经验，使其具备选择有用经验、规划学习路径等整体进化能力。
👍 13
We introduce the Massive Video Embedding Benchmark (MVEB), a 23-task benchmark for video embeddings spanning classification, zero-shot classification, clustering, pair classification, retrieval, and video-centric question answering. We evaluate 33 models and find that no single model dominates: MLLM
中文介绍 MVEB 是一个包含 23 项任务的视频嵌入基准，覆盖分类、零样本、聚类、检索及视频问答等。评估 33 个模型发现，无单一模型占优，MLLM 表现突出但非全能。
👍 12
Existing image editing methods can be generally categorized into textual instruction-based and visual prompt-based ones. Textual instructions are semantically expressive, but are limited by the coarse granularity of spatial control of the editing results. In contrast, visual prompts such as drag and
中文介绍 提出文本-视觉联合指令图像编辑，结合文本的语义表达与视觉提示的精细空间控制（如拖拽点、区域标记），实现更灵活、准确的编辑结果。
👍 11
Vision-language models (VLMs) are typically trained as passive answerers, while their ability to actively ask diverse, non-trivial, visual-centric and grounded questions remains underexplored. Existing visual questioners' performance is bottlenecked by the availability of high-quality training data
中文介绍 提出自进化视觉提问器，使 VLM 能主动提出多样、非平凡且视觉相关的问题，通过自训练循环突破高质量训练数据瓶颈。
👍 10
As LLMs advance, post-training reinforcement learning (RL) increasingly relies on multi-dimensional rewards to cultivate comprehensive capabilities. This shift demands new algorithms capable of optimizing diverse and potentially competing objectives simultaneously. To address this, existing methods
中文介绍 GD²PO 通过分组动态奖励解耦策略优化，缓解多奖励目标冲突，使 LLM 在强化学习后训练中同时优化多个可能竞争的能力维度。
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The shift from video generation to interactive world modeling places new demands on data: beyond captioned videos, world models require temporally aligned video-action-language trajectories grounded in the actions, camera motion, states, and events that drive future scene changes. However, such data
中文介绍 EgoCS-400K 是一个大规模第一人称游戏数据集，提供视频-动作-语言时间对齐轨迹，涵盖动作、相机运动、状态与事件，专为交互式世界模型训练设计。
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Re-rendering an existing video from a novel camera viewpoint requires the output to follow the prescribed camera trajectory while preserving the appearance and dynamics of the original scene across every frame. Existing methods rely on per-frame pose embeddings, noisy point-cloud renderings, or impl
中文介绍 Track2View 利用配对 3D 点轨迹实现 4D 一致的相机控制视频生成，在遵循新视角轨迹的同时保持原场景外观与动力学一致性，优于基于帧级嵌入或点云渲染的方法。
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Unified Multimodal Modeling aims to integrate visual understanding and generation within a single system. However, existing approaches typically rely on two disparate visual tokenizers, which splits the representation space and hinders truly unified modeling. We propose UniAR, a unified autoregressi
中文介绍 UniAR 提出共享上下文-视觉分词器实现统一自回归多模态建模，消除视觉理解与生成之间的表征空间分裂，在一个系统中同时支持图像理解和生成。
👍 7
Agentic search over large corpora relies on retriever-mediated interfaces (e.g., BM25 or ColBERT) for scalable candidate discovery. While effective at ranking relevant documents, these interfaces expose evidence only as ranked results or bounded document views, limiting agents' ability to reorganize
中文介绍 Dr-DCI 通过动态工作空间扩展，使智能体能在大型语料库中进行直接交互（如重组、对比文档），突破传统检索器仅返回排序结果或受限视图的限制。
👍 7
Progress in AI has largely been driven by methods that assume less. As compute and data increase, approaches with weaker inductive biases generally outperform those with stronger assumptions. This is particularly characteristic of the field of Visual Representation Learning, where approaches have go
中文介绍 提出基于时间差异的视觉表征学习，利用弱归纳偏置从视频帧间差异学习通用特征，在无需强假设的情况下实现与对比学习和掩码自编码器相当的性能。
👍 6
Large language models perform increasingly well on standardized logical reasoning benchmarks, but whether this ability remains robust beyond English is unclear. We introduce ChLogic, an English--Chinese aligned benchmark that tests whether models preserve logical reasoning performance when the same
中文介绍 ChLogic 是一个英中对照的逻辑推理基准，评估 LLM 在中文表达下是否保持与英文一致的推理能力，揭示模型在跨语言逻辑推理中的鲁棒性。
@zodchiii · 22.7K 粉丝 · 1.2M 阅 · 500 赞 · 71 转
Most setups run agents once and hand you whatever comes out. A team that runs in loops keeps going until the work actually passes. Below is the setup in 3 files: the agents, the loop that drives
中文介绍 用Claude Code构建循环运行的agent团队，三文件配置实现持续迭代直到任务通过，而非单次执行就交付结果。
@eng_khairallah1 · 67.2K 粉丝 · 1.2M 阅 · 510 赞 · 73 转
You read maybe two hundred articles this year. A few dozen papers. Hundreds of threads. Save this Every second-brain method ever sold to you, Zettelkasten, PARA, the graph view, the daily note,
中文介绍 Obsidian中搭建自动运行的「第二大脑」完整课程，覆盖Zettelkasten、PARA等方法，自动整理阅读笔记，无需手动维护。
@lqiao · 95.4K 粉丝 · 501.6K 阅 · 509 赞 · 86 转
Mythos got shut down this week. Whether you agreed with the decision or not is almost beside the point. A company built on top of intelligence it didn't control suddenly found itself exposed to
中文介绍 以Mythos关闭事件为例，讨论依赖他人API构建产品的风险，核心观点：租用智能相比拥有智能更脆弱。
@mattepstein · 35.6K 粉丝 · 393.3K 阅 · 504 赞 · 26 转
Have you seen any of the launches below on your timeline? (you probably have).. What if I told you they all followed a repeatable viral science that can be 95% automatable with claude. In this
中文介绍 用Claude自动生成X平台爆款帖子，基于Mr. Beast病毒式框架，95%流程自动化，从内容到发布一站式。
@mikenevermiss · 10.8K 粉丝 · 261.4K 阅 · 568 赞 · 67 转
stop making prompts. start designing loops. a prompt gets you one response. a loop gets you a system that keeps working after you close the laptop. Boris Cherny, who runs Claude Code at Anthropic, put
中文介绍 从单次prompt转向设计循环系统，Anthropic的Boris Cherny分享用Claude构建可持续运行的工作流，关闭电脑后依然执行。
@athcanft · 19.1K 粉丝 · 205.6K 阅 · 514 赞 · 23 转
I've been mass-producing TikTok slideshows with AI and scheduling them weeks in advance. Zero filming. Zero editing. Zero daily posting grind. This article breaks down the exact system, step-by-step,
中文介绍 用AI批量生产TikTok幻灯片视频，每月600个仅需2美元，零拍摄零编辑，可提前数周排期发布。
@jxnlco · 105.9K 粉丝 · 204.4K 阅 · 504 赞 · 47 转
Update: Computer Use is now Available in the EU/UK ;) Enjoy! There are three ways for Codex to use a computer: Computer Use, the Chrome extension, and the in-app browser. They overlap just enough to
中文介绍 Codex控制电脑的三种方式：Computer Use、Chrome扩展、应用内浏览器，并更新EU/UK区域可用。
@matanSF · 20.2K 粉丝 · 123.1K 阅 · 529 赞 · 60 转
In 2023, we launched Factory with the mission to bring autonomy to software engineering. While others were using models to speed up coding, we set out to deploy autonomous Droids across the
中文介绍 Factory从编码agents升级到软件工厂（2.0），部署自主Droids实现端到端软件工程自动化，减少人工干预。
@jxmnop · 50.7K 粉丝 · 114.1K 阅 · 504 赞 · 57 转
So you want to do AI research? It's true that no one really teaches you how. Not directly, anyway. But it turns out that the way to get started is pretty simple: some combination of (i) reading and
中文介绍 AI研究入门指南：没有人直接教你，但方法很简单——大量阅读+动手实践结合即可开始。
@OracleMindAI · 21.0K 粉丝 · 105.0K 阅 · 2.8K 赞 · 582 转
In 2026, autonomous AI agents have become one of the most effective strategies on prediction markets. Over 30% of all activity on Polymarket now comes from algorithmic and AI-powered wallets. We
中文介绍 2026年自主AI agent成为预测市场最优策略，Polymarket超30%活动来自算法钱包，ORACLE官方推出交易agent。
@sydneyrunkle · 7.9K 粉丝 · 74.7K 阅 · 565 赞 · 87 转
Agents are useful because they help us automate work by taking actions in the real world. But getting agents to do valuable work reliably takes more than just a good model: it requires a carefully
中文介绍 循环工程的核心：让agent可靠地执行有价值工作，关键不在于模型优劣，而在于精心设计的循环结构。
@0xCodez · 8.2K 粉丝 · 72.8K 阅 · 508 赞 · 79 转
Everyone’s talking about loops. Almost no one is talking about what the loop runs on. 9 out of 10 builders run Claude Code on the default harness - no rules, no subagents, no hooks, no memory. Then
中文介绍 强调循环运行的基础设施（harness），14步路线图从单个agent到自我改进系统，避免默认harness的局限。
@AndrewCurran_ · 53.9K 粉丝 · 62.8K 阅 · 569 赞 · 61 转
If you used Fable while it was available, you know it is special in ways that will not show up on benchmarks. I post benchmarks all the time because they matter to many people, but for a long time
中文介绍 对Fable项目关闭的反思，指出某些AI产品的独特价值无法用基准衡量，窗口已经关闭。
@addyosmani · 400.1K 粉丝 · 52.9K 阅 · 522 赞 · 41 转
Coding agents are extraordinarily good now and getting better fast. The interesting consequence is that the hard part of engineering moved from writing code to deciding whether to trust it, which
中文介绍 编码agent质量飞速提升，工程难点从写代码转向判断代码可信度，强调agent化代码审查的重要性。
@heynavtoor · 143.5K 粉丝 · 47.7K 阅 · 538 赞 · 70 转
Most people use Claude like a search box. Ask, answer, close tab. They are leaving the best feature locked. Save this :) Stanford built a research system called STORM. In peer reviewed testing it
中文介绍 斯坦福STORM法让Claude进行博士级别研究，经过同行评审，可在几分钟内生成深度研究报告。
@unicity_labs · 125.6K 粉丝 · 47.6K 阅 · 534 赞 · 659 转
Programmatic agent usage moves onto a separate metered credit today. Here is what changes, and the controls we are building into AstridOS to manage it. What changed today Today, 15 June 2026,
中文介绍 Claude Agent SDK自6月15日起将程序化agent使用独立计费，AstridOS正构建控制工具帮助开发者管理成本。
@israfill · 8.8K 粉丝 · 46.5K 阅 · 508 赞 · 59 转
This is the guide I wish existed when I started. Follow it in order. Do not skip steps. Every command, every file, every decision is documented below. Who This Guide Is For You want to start
中文介绍 AI内容创作完整入门指南，每一步有详细命令和文件说明，按顺序执行即可上手。
@zachlloydtweets · 10.6K 粉丝 · 43.5K 阅 · 512 赞 · 53 转
There’s been a lot of chatter about using “loops” lately to drive agents, and I think this has been accompanied by a bit of “what actually is a loop”? I can’t speak for everyone else using the term,
中文介绍 澄清「循环」概念，教如何为技能构建自我改进循环，让agent持续学习和优化，而非一次性prompt。
@samueljmcd · 857 粉丝 · 42.2K 阅 · 511 赞 · 52 转
Loop engineering is the new label. The hard part is the one it has always been. Verification. Tip: You can copy and paste this article into Claude and ask for the best insights if you don't want to
中文介绍 循环工程的新标签下，硬核问题依然是验证，建议将文章粘贴到Claude提取最佳见解。
@kvnkld · 7.2K 粉丝 · 42.0K 阅 · 531 赞 · 25 转
People keep asking how the UI components I post end up looking so polished, or what prompts I use. So here’s a breakdown of the most important things: Polish is not a feature you prompt for. You can't
中文介绍 用Claude打造精致UI的10条规则，核心观点：打磨不是靠prompt能获得的特性，而是系统性方法。
Radical AI's Joseph Krause on why the moat in materials is the lab, not the model
中文介绍 Radical AI的Joseph Krause在播客中表示，材料领域的竞争优势在于实验室而非模型，强调自驱动实验室的重要性。
中文介绍 MolmoMotion是一个语言引导的3D运动预测模型，可根据自然语言指令预测未来物体运动轨迹。
中文介绍 Strands Agents与LeRobot结合，实现从Hugging Face Hub到机器人硬件的端到端部署。
OpenAI and Molecule.one show how a near-autonomous AI chemist using GPT-5.4 improved a key drug-making reaction, advancing medicinal chemistry research.
中文介绍 OpenAI与Molecule.one合作，利用近自主AI化学家GPT-5.4改进药物合成关键反应，推动医药化学研究。
中文介绍 智谱AI发布GLM-5.2模型，专为长周期任务设计，旨在提升复杂场景下的性能表现。
We have a new top open model in the world!
中文介绍 GLM-5.2成为全球顶尖的前端编码开源模型，同时提出IndexShare方法用于投机解码加速。
Introducing LifeSciBench, an expert-authored, expert-reviewed benchmark for evaluating how AI systems handle real-world life science research tasks and decisions.
中文介绍 OpenAI推出LifeSciBench，一个由专家编写和审核的基准，用于评估AI系统在真实生命科学研究中的表现。
中文介绍 Agentic Resource Discovery让智能体自主搜索并发现资源，提升任务执行效率。
中文介绍 GLM-5.2发布，DeepSeek融资74亿美元，Android MCP相关进展成为当日AI新闻焦点。
UK government partners with Google DeepMind to build a new AI-powered prototype aimed at faster housing decisions.
中文介绍 英国政府与Google DeepMind合作，开发AI驱动的规划原型，旨在加快住房建设审批流程。
At the end of a tense and scoreless first half of a soccer match between the English men’s team and rival Germany, millions of Brits let out a collective sigh and did what they so often do in moments of stress: They made tea. That wave of electric kettles clicking on, however, caused a different…
中文介绍 数据中心快速上线需增强电网灵活性，例如在用电高峰调整负荷，以缓解电力压力。
a quiet day lets us report on Satya's hit essay
中文介绍 Satya在Loopcraft文章中探讨如何构建前沿生态系统，强调平台与协作的重要性。
OpenAI introduces Deployment Simulation, a method to predict AI model behavior before deployment using real conversation data to improve safety and evaluation accuracy.
中文介绍 OpenAI推出部署模拟方法，利用真实对话数据在发布前预测模型行为，提升安全性与评估准确度。
中文介绍 Meta推出AI模式，Factory 2.0发布，Sakana发布自主研究员系统，推动AI自动化研究。
This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. When I landed in Seoul after a grueling 12-hour flight from San Francisco, I walked through an unmanned immigration checkpoint, where a machine scanned my face an
中文介绍 文章探讨韩国人对AI的广泛接受，从无人入境检查到日常应用，分析其文化与社会因素。
当前加密恐慌与贪婪指数为15（极度恐慌），加密总市值2.30T USD（24h -1.58%），BTC主导率56.1%、ETH 9.2%，市场避险情绪浓厚。美股方面，SPY、QQQ虽维持多头排列但RSI中性（50.7/53.4），MACD动能减弱（信号线高于MACD线），近期日线回调；科技股如MSFT（空头排列，RSI34.6）、META（空头排列，RSI39.3）普遍偏弱。加密资产整体空头排列，BTC、ETH、SOL均出现MACD金叉但价格受均线压制，RSI处于40附近，反弹有限。中概股持续走弱，BABA RSI 25超卖、PDD RSI 32.5接近超卖，空头趋势明确。商品外汇分化：WTI原油急跌16%，RSI 29.5超卖；黄金同样回调；美元指数DXY逆势走强，MACD金叉、RSI 65.8多头排列，接近52周高，反映资金流向美元。整体技术面显示美元偏强，其余风险资产承压。
当前价格100.35，RSI 65.8处于偏强区间但未超买；MACD 0.2955高于信号0.2701，形成金叉；均线多头排列（价格高于SMA20/50/200），趋势bullish；距52周高仅-0.29%，技术面整体偏强，显示上行趋势延续。
当前价格378.91，远低于SMA20（415.23）、SMA50（412.87）和SMA200（451.98），空头排列明确；RSI 34.6接近超卖区；MACD -7.2951低于信号-2.2876，死叉延伸；近1日跌3.79%、近5日跌4.64%，技术面偏下行。
当前价格107.44，RSI 25处于超卖状态；股价显著低于全部均线（SMA20 122.28、SMA50 129.67、SMA200 149.34），空头排列；MACD -5.9868低于信号-4.4721，死叉运行；近5日跌6.88%，趋势偏下。
当前价格740.96，略低于SMA20（746.8）但高于SMA50（728.24）和SMA200（687.83），整体多头排列；RSI 50.7中性；MACD 4.0341低于信号5.9224，动能减弱；近1日跌1.25%但近5日涨2.14%，技术信号无明确方向，呈中性。
VIX 恐慌指数
10Y 美债收益率 (%)
美元指数 DXY
S&P 500 ETF
Nasdaq 100 ETF
Apple
Microsoft
Nvidia
Alphabet
Tesla
Meta
Bitcoin
Ethereum
Solana
阿里巴巴 (BABA)
拼多多 (PDD)
京东 (JD)
腾讯控股 (0700.HK)
黄金期货
WTI 原油期货
美元 / 人民币
过去走势不代表未来表现，本报告仅基于公开行情数据的技术指标解读，不构成任何投资建议或买卖依据。仅供技术指标解读参考，请独立判断并注意风险。
A U.S. official provided what was described as the text of the preliminary agreement, which outlined a $300 billion plan for Iran’s reconstruction and 60 days of talks on its nuclear program.
中文摘要 美国官员公布了与伊朗的初步协议文本，内容包括3000亿美元的伊朗重建计划以及为期60天的核项目谈判。
Qantas now says first Project Sunrise flight due to take off in November 2027. Follow today’s news live Get our breaking news email, free app or daily news podcast Coalition says it’s good Hanson and One Nation getting the scrutiny of a party on the rise Kevin Hogan, the shadow assistant treasurer,
中文摘要 澳航宣布“日出计划”首班悉尼-伦敦直飞航班再次推迟至2027年11月。此外，ABC主持人Virginia Trioli在任职27年后宣布离职。
Memorandum of understanding signed off on Wednesday; Tehran will charge ships after the 60-day negotiation period has ended, says chief negotiator Analysis: Where does Iran deal leave US-Israel relationship? Trump also addressed media reports of a leaked US-Iran deal (see post at 11:57), denying cla
中文摘要 美伊总统签署谅解备忘录，伊朗首席谈判官称60天谈判期结束后将对通行霍尔木兹海峡的船只收费。特朗普回应了协议泄露报道。
Senator Bill Cassidy attacks ‘worst foreign policy blunder in decades’ while others in his party skeptical over peace deal A handful of Senate Republicans have sharply criticized the agreement Donald Trump reached with Iran, accusing the administration of committing “the worst foreign policy blunder
中文摘要 共和党参议员比尔·卡西迪抨击特朗普与伊朗达成的协议，称其为“数十年来最严重的外交政策失误”，部分共和党人持怀疑态度。
Foreign Ministry spokesperson Esmaeil Baghaei says the agreement has been finalised and signed with the US.
中文摘要 伊朗外交部发言人伊斯梅尔·巴加埃证实，伊朗与美国已通过电子方式完成谅解备忘录的签署。
University of New South Wales ranks 19th in QS World University Rankings, with nine Australian universities achieving record-high positions Get our breaking news email, free app or daily news podcast The University of New South Wales has overtaken the University of Melbourne for the first time in a
中文摘要 新南威尔士大学在QS世界大学排名中升至第19位，首次超越墨尔本大学，九所澳大利亚大学排名创历史新高。
Trump has insisted the deal ensures that Iran will never buy, develop or produce a nuclear weapon. But text of the agreement falls short of that.
中文摘要 特朗普坚称协议确保伊朗永不获取核武器，但BBC分析指出协议文本未解决核心分歧，且3000亿美元重建资金去向不明。
Snippets of conversations picked up on microphones at the annual Group of 7 summit in France offered a glimpse behind the scenes, as leaders chatted about issues great and small.
中文摘要 G7峰会在法国举行，多国领导人的私下谈话被麦克风捕捉，暴露了关于格陵兰、加拿大等议题的幕后交流。
Many see the rivalry between France and Senegal as a result of colonial heritage. But at the same time, European teams are more African than ever.
中文摘要 法属非洲裔球员组成的法国队与塞内加尔队对决，折射殖民遗产与欧洲球队日益非洲化的趋势。
The two agreements are difficult to compare, because the current memorandum of understanding is an interim arrangement meant to outline a negotiating path to a fuller deal.
中文摘要 特朗普与伊朗的协议与2015年奥巴马协议难以直接比较，当前谅解备忘录仅为临时安排，旨在为后续全面协议铺路。
President Trump denied that the United States would be part of a $300 billion rebuilding fund for Iran and argued that his agreement was better than the one Barack Obama struck in 2015.
中文摘要 特朗普愤怒否认美国参与3000亿美元重建基金，坚称其协议优于奥巴马2015年协议，再次暴露对奥巴马的不满。
Review reveals rise in users and rates of psychosis in countries where cannabis is sold commercially Decriminalising the possession of cannabis or strictly regulating access to the drug do not appear to drive up usage, but when the drug is sold commercially the number of users increases and more men
中文摘要 研究显示，大麻商业化导致使用人数增加及精神疾病发病率上升，而仅去罪化或严格监管并未显著推高使用率。
US entered war with maximalist goals and exits it with pragmatic decision to end conflict despite political cost Middle East crisis – live updates As the adage goes: no plan of battle survives first contact with the enemy. Donald Trump entered the war with Iran with maximalist goals: eliminating the
中文摘要 评论指出，特朗普以不切实际的宏大目标发动对伊朗战争，最终以务实决策结束冲突，尽管付出政治代价。
President Trump lashed out at critics who say the agreement achieves less than the one President Barack Obama signed in 2015, and he threatened to bomb Iran again if it violated the deal.
中文摘要 特朗普猛烈抨击批评者，称其协议优于奥巴马2015年协议，并威胁若伊朗违约将再次轰炸。
Some shareholders might object, but there is little they could do, legal experts say.
中文摘要 据报道，埃隆·马斯克可能推进SpaceX与特斯拉的巨型合并，法律专家称尽管部分股东反对，但难以阻止。
Strategists say markets are on watch for yen intervention after the Federal Reserve took a hawkish stance at Kevin Warsh’s debut meeting as governor, triggering a drop in the currency to levels that have previously prompted Japan’s finance ministry to step in.
中文摘要 美联储主席凯文·沃什首次会议采取鹰派立场，日元跌至此前触发日本财务省干预的水平，市场密切关注日元干预风险。
As the delivery vehicles increasing take to US streets, bans and protest groups are springing up.
中文摘要 随着送货机器人在美国街头增多，多地出现禁令和抗议团体，反对声音上升。
The Bank last cut interest rates in December but upheaval in the Middle East has stalled any further reductions.
中文摘要 英国央行预计维持利率不变。该行去年12月降息，但中东动荡阻碍了进一步降息的步伐。
Onitsuka Tiger is looking to bring its mark as an independent brand, separate from Asics. OT GROUP President and CEO Ryoji Shoda sat down for an interview with Bloomberg News' Shery Ahn in Tokyo to explain his vision for the brand going forward. (Source: Bloomberg)
中文摘要 Onitsuka Tiger计划从亚瑟士分拆成为独立品牌。OT集团总裁兼CEO庄田良二在东京接受彭博社采访，阐述品牌未来愿景。
Gold held a loss after the US Federal Reserve kept interest rates unchanged and signaled a hike later in the year.
中文摘要 美联储维持利率不变并暗示年内可能加息，市场加息预期升温，黄金延续跌势。
New Zealand’s economy sparked into life in the first three months of the year, responding to low interest rates and a lift in spending that largely pre-dated the Iran war.
中文摘要 新西兰经济一季度环比增长0.8%，受益于低利率和支出增加，但伊朗战争削弱了后续增长动能。
BWX Technologies Inc. has struck a deal to license its design for a small modular reactor, after activist investor Ananym Capital Management pushed the nuclear technology company to consider commercializing it.
中文摘要 BWX技术公司同意授权其小型模块化反应堆设计。此前激进投资者Ananym资本管理公司推动该公司考虑商业化。
Pacific Investment Management Co. is favoring five- to 10-year Australian debt, wagering the central bank will ultimately be forced to pivot to interest rate cuts to support a slowing economy.
中文摘要 太平洋投资管理公司（Pimco）偏好5至10年期澳大利亚债券，押注澳洲联储将被迫降息以支持放缓的经济。
It didn’t take Kevin Warsh long to get the bond market’s attention.
中文摘要 美联储主席凯文·沃什首次亮相便震动债市，引发市场加息押注飙升。
Asian stocks and bonds looked set to track US losses after the Federal Reserve signaled rates may need to rise further to contain inflation.
中文摘要 美联储暗示可能需要进一步加息以遏制通胀，亚洲股市和债市预计将跟随美国市场下跌。
Federal Reserve Chair Kevin Warsh spoke at his first news conference since being appointed the central bank's chair. The Fed's policy-setting Federal Open Market Committee decided to leave rates unchanged and vowed to deliver price stability. Here are some of the key moments from Warsh's news confer
中文摘要 美联储主席凯文·沃什在首次记者会上表示，联邦公开市场委员会决定维持利率不变并承诺实现物价稳定。
Oil fell as an interim US-Iran peace deal went into effect, putting the focus on whether transits through the Strait of Hormuz will be ramped up as Persian Gulf producers restart shut-in fields.
中文摘要 美国与伊朗临时和平协议生效，原油价格下跌。市场关注霍尔木兹海峡运输是否增加及海湾产油国重启停产油田。
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公益站恢复100刀，同时提高限速额度！并且公益站有独立的pro号池了！ https://new.sharedchat.cc/ 付费站所有套餐额度已全部翻倍，付费站也是独立的pro号池 https://rawchat.cn/ 按量计费站：https://newapi.sharedchat.top/ 41 个帖子 - 38 位参与者 阅读完整话题
仅限codex调用，能活多久未知 目前的约束措施主要有 限制调用客户端为codex cli/Claude code cli 对色情和政治敏感词汇进行关键词拦截 限制单ip请求速率为一分钟一百次，超过即封禁ip 限制新注册必须为LD用户，再也不敢开邮箱注册了 不定期数据库拉ip清单去查分发，封号 所谓有求而不得，人心欲壑，可填沧海～ 告诉大家一个好消息，告别单身了，嘿嘿 296 个帖子 - 269 位参与者 阅读完整话题
换成了AQ开头的密钥方式，停用之前的AIza开头的密钥,导致直接拉闸 14 个帖子 - 13 位参与者 阅读完整话题
目前号池每个PLUS的成本大概是: 6月17日小鸡毛公益站大致调整： 公益推广申明 状态 我的项目是免费使用的，无收费（变相收费、赞助）部分 是 我的帖子已经打上 公益推广 标签 是 我的项目属于个人项目，与公司或商业机构无关 是 我的项目不存在 QQ、TG 等群组引流 是 我的项目不存在非运营必要的网站引流 是 我的项目不存在为他人推广、AFF 是 我的项目无关联的商业项目 是 我的站点存在登录，并已接入 LINUX DO Connect 是 我帖子内的项目介绍，AI 生成、润色内容部分已截图发出 是 以上选择我承诺是永久有效的，接受社区和佬友监督 是 24 个帖子 - 21 位参与者 阅读
用了十多年，现在才知道这个粘贴板功能，多段文本粘贴太方便了。 这十多年，反复 ctrl c，ctrl v，浪费了太多时间 71 个帖子 - 69 位参与者 阅读完整话题
首先打开阿里云的学生优惠页面https://university.aliyun.com 找到“我是学生”，领取这里的300元抵扣券 然后进入ECS(自定义配置)购买页面https://ecs-buy.aliyun.com/ecs/#/custom/ 像我这样选择配置： 关键点: 实例规格：ecs.e-c1m1.large 流量计费方式：(CDT)按量计费 选择正确的话，最后显示的结账金额应为300元以下，结合优惠券可以直接抵扣 楼主这里开启了CDT计费方式，流量按量计费(前20G免费)，挂点不怎么烧流量的小程序还是不错的 你们也可以像楼主一样设置一些报警规则，防止被打了(我这里设置的不对，感谢
[!info] https://2c2ch1u11-share-api-0.hf.space/v1 [!info] sk-cb3f3c12406241ee8aca238f01cd18d9 [!warning] 蹬完就关贴，没关就是还能蹬 [!tip] DeepSeek V4 API | LDC兑换额度 | 超便宜渠道 本帖使用社区公益推广，符合推广要求。我申明并遵循社区要求的以下内容： 我的项目是免费使用的，无收费（变相收费、赞助）部分： 是 我的帖子已经打上 公益推广 标签： 是 我的项目属于个人项目，与公司或商业机构无关： 是 我的项目不存在QQ、TG等群组引流： 是 我的项目不存在非运营
本帖使用社区公益推广，符合推广要求。我申明并遵循社区要求的以下内容： 我的项目是免费使用的，无收费（变相收费、赞助）部分： 是 我的帖子已经打上 公益推广 标签： 是 我的项目属于个人项目，与公司或商业机构无关： 是 我的项目不存在QQ、TG等群组引流： 是 我的项目不存在非运营必要的网站引流： 是 我的项目不存在为他人推广、AFF： 是 我的项目无关联的商业项目： 是 我的站点存在登录，并已接入 LINUX DO Connect： 是 以上选择我承诺是永久有效的，接受社区和佬友监督： 是 以下为项目介绍正文内容，AI生成、润色内容已使用截图方式发出 之前本来打算拼车的 但是发现grok拼车存
公益站两个小时跑了7个g的出站流量。。。。。。 19 个帖子 - 19 位参与者 阅读完整话题
事先声明：我并非有意这样做，是因为个人害怕某一天或者换设备后无法登录到社区内，只是想让领导者们帮忙解决一下小佬弟的问题 问题：因为个人的问题哈，我的邮箱无法登录了，被风控了，想要更换邮箱，但是邮箱的话需要原邮箱收件后确认才可更换，但是已经无法登录，所以收不到，需要始皇修改一下我的邮箱即可，当然是因为我个人的问题，确实是很着急，怕哪天上不来了，发帖也是为了让百忙之中的领导者们能看到，绝无恶意。 通过站内私信和在TG上联系，TG上显示已读，我也不知道是不是机器人读的（因为没有给我回复） support.google.com 账号恢复指南 - Google 帐号帮助 获取与恢复 Google 账号或